Prof. ÖZLEM İLK DAĞ

Academic Positions

2018 - Continues Professor

Middle East Technical University, Faculty of Arts and Sciences, Department of Statistics
2013 - 2018 Associate Professor

Middle East Technical University, Faculty of Arts and Sciences, Department of Statistics
2010 - 2013 Assistant Professor

Middle East Technical University, Faculty of Arts and Sciences, Department of Statistics
2004 - 2010 Lecturer PhD

Middle East Technical University, Faculty of Arts and Sciences, Department of Statistics
1997 - 2004 Research Assistant

Middle East Technical University, Faculty of Arts and Sciences, Department of Statistics

Managerial Experience

2021 - 2024 Head of Department

Middle East Technical University, Faculty Of Arts And Sciences, Department Of Statistics
2013 - 2015 Deputy Head of Department

Middle East Technical University, Faculty of Arts and Sciences, Department of Statistics

Non Academic Experience

2018 - Continues Danışma Kurulu Üyesi

TÜBİTAK, Danışma Kurulu Üyesi
2009 - 2010 Uzman

TÜBİTAK, Uzman
2007 - 2009 Genel Sekreter

EMR-IBS, Genel Sekreter
2007 - 2009 Haznedar

EMR-IBS, Haznedar
2005 - 2007 Ülke Temsilcisi

EMR-IBS, Ülke Temsilcisi
2003 - 2004 Araştırma Görevlisi

Iowa State University, Araştırma Görevlisi

Supervised Theses

COMPARATIVE ORDINAL LONGITUDINAL DATA ANALYSIS TO PREDICT A DIAGNOSIS OF ALZHEIMER'S DISEASE BY USING MULTIMODAL DATA

İlk Dağ Ö. (Advisor)

A.ÇAĞRI(Student), Postgraduate, 2024
LONGITUDINAL EMOTION ANALYSIS WITH GLOBEM DATASET

İlk Dağ Ö. (Advisor)

E.YEŞİM(Student), Postgraduate, 2024
MODELLING AND MISSING DATA SIMULATION FOR ANNUAL NATURAL GAS CONSUMPTION IN PROVINCES OF TURKEY BY USING PANEL DATA

İlk Dağ Ö. (Advisor)

B.AKYÜZ(Student), Postgraduate, 2024
Credit card fraud detection with autoencoders, one-class SVMs and isolation forests

İlk Dağ Ö. (Advisor)

Ö.ÖZKUM(Student), Postgraduate, 2023
Application of classical and machine learning models on longitudinal data with binary response

İlk Dağ Ö. (Advisor)

R.RANA(Student), Postgraduate, 2023
Irregular longitudinal data analysis with statistical and machine learning methods in asteroid dataset

İlk Dağ Ö. (Advisor)

İ.TANRIVERDİ(Student), Postgraduate, 2023
Propensity score matching in the election forecasting by focusing on undecided voters

İLK DAĞ Ö. (Advisor)

Z.TOPRAK(Student), Postgraduate, 2022
Variable selection and classification for longitudinal binary data through three-step sparse boosting

İLK DAĞ Ö. (Advisor)

D.ESİN(Student), Doctorate, 2022
Statistical and machine learning modelling of suicide rate with respect to provinces in Turkey

İLK DAĞ Ö. (Advisor)

S.ERDOĞAN(Student), Postgraduate, 2022
Longitudinal models for life expectancy at birth in Turkey

İLK DAĞ Ö. (Advisor)

Ö.ASKER(Student), Postgraduate, 2021
Modeling longitudinal interruption data from Turkish Electricity Distribution Companies

İlk Dağ Ö. (Advisor)

Z.EBRU(Student), Postgraduate, 2019
A Closer look to Turkish students' scientific literacy: what do pisa 2015 results tell us?

İLK DAĞ Ö. (Advisor)

S.Demirci(Student), Postgraduate, 2018
Closer look to Turkish students' scientific literacy: What do PISA 2015 results tell us?

İLK DAĞ Ö. (Advisor)

S.DEMİRCİ(Student), Postgraduate, 2018
Statistical disease detection with resting state functional magnetic resonance imaging

İLK DAĞ Ö. (Advisor)

E.ÖZTÜRK(Student), Postgraduate, 2017
The effect of computer assisted instruction on eight grade students’ permutation-combination-probability achievement and attitudes towards computer assisted instruction

BATMAZ İ. (Co-Advisor), İLK DAĞ Ö. (Co-Advisor)

T.KAPUCU(Student), Postgraduate, 2017
Statistical analysis of electricity energy consumption with respect to provinces in Turkey

YOZGATLIGİL C. (Co-Advisor), İLK DAĞ Ö. (Co-Advisor)

M.ÇAKMAK(Student), Postgraduate, 2014
A marginalized multilevel model for bivariate longitudinal binary data

İLK DAĞ Ö. (Advisor)

G.İNAN(Student), Doctorate, 2014
Clustering of time-course gene expression data with dissimilar replicates

İYİGÜN C. (Co-Advisor), İLK DAĞ Ö. (Co-Advisor)

O.ÇINAR(Student), Postgraduate, 2013
On multivariate longitudinal binary data models and thiir applications in forecasting

İLK DAĞ Ö. (Advisor)

Ö.Asar(Student), Postgraduate, 2012
On multivariate longitudinal binary data models and their applications in forecasting

İLK DAĞ Ö. (Advisor)

Ö.ASAR(Student), Postgraduate, 2012
Mixed effects models for time series gene expression data

BATMAZ İ. (Co-Advisor), İLK DAĞ Ö. (Co-Advisor)

İ.ERKAN(Student), Doctorate, 2011
Which method gives the best forecast for longitudinal binary response data?: A simulation study

İLK DAĞ Ö. (Advisor)

Y.ASLAN(Student), Postgraduate, 2010
A simulation study on the comparison of methods for the analysis of longitudinal count data

İLK DAĞ Ö. (Advisor)

G.İNAN(Student), Postgraduate, 2009
Statistical modelling of financial statements of Turkey: A panel data analysis

İLK DAĞ Ö. (Advisor)

D.AKINÇ(Student), Postgraduate, 2008
A simulation study on marginalized transition random effects models for multivariate longitudinal binary data

İLK DAĞ Ö. (Advisor)

Z.YALÇINÖZ(Student), Postgraduate, 2008
A method for robust design of products or processes with categorical response

KÖKSAL G. (Co-Advisor), İLK DAĞ Ö. (Co-Advisor)

S.ERDURAL(Student), Postgraduate, 2006

Academic and Administrative Experience

2018 - Continues Professor

2013 - 2018 Associate Professor

2010 - 2013 Assistant Professor

2004 - 2010 Lecturer PhD

1997 - 2004 Research Assistant

2021 - 2024 Head of Department

2013 - 2015 Deputy Head of Department

2018 - Continues Danışma Kurulu Üyesi

2009 - 2010 Uzman

2007 - 2009 Genel Sekreter

2007 - 2009 Haznedar

2005 - 2007 Ülke Temsilcisi

2003 - 2004 Araştırma Görevlisi